File size: 5,342 Bytes
89282f3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 59.67567567567568,
  "eval_steps": 276,
  "global_step": 2760,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 5.967567567567568,
      "grad_norm": 9.19404125213623,
      "learning_rate": 9.007246376811595e-06,
      "loss": 1.1881,
      "step": 276
    },
    {
      "epoch": 5.967567567567568,
      "eval_accuracy": 0.08407437348423606,
      "eval_loss": 2.9810373783111572,
      "eval_runtime": 4.7675,
      "eval_samples_per_second": 259.466,
      "eval_steps_per_second": 13.005,
      "step": 276
    },
    {
      "epoch": 11.935135135135136,
      "grad_norm": 19.058837890625,
      "learning_rate": 8.007246376811595e-06,
      "loss": 0.9134,
      "step": 552
    },
    {
      "epoch": 11.935135135135136,
      "eval_accuracy": 0.09458367016976556,
      "eval_loss": 3.3983819484710693,
      "eval_runtime": 4.7598,
      "eval_samples_per_second": 259.887,
      "eval_steps_per_second": 13.026,
      "step": 552
    },
    {
      "epoch": 17.9027027027027,
      "grad_norm": 16.894025802612305,
      "learning_rate": 7.007246376811595e-06,
      "loss": 0.6902,
      "step": 828
    },
    {
      "epoch": 17.9027027027027,
      "eval_accuracy": 0.09458367016976556,
      "eval_loss": 3.673595905303955,
      "eval_runtime": 4.6701,
      "eval_samples_per_second": 264.877,
      "eval_steps_per_second": 13.276,
      "step": 828
    },
    {
      "epoch": 23.87027027027027,
      "grad_norm": 13.978982925415039,
      "learning_rate": 6.007246376811595e-06,
      "loss": 0.6084,
      "step": 1104
    },
    {
      "epoch": 23.87027027027027,
      "eval_accuracy": 0.09417946645109135,
      "eval_loss": 3.7337164878845215,
      "eval_runtime": 4.758,
      "eval_samples_per_second": 259.982,
      "eval_steps_per_second": 13.031,
      "step": 1104
    },
    {
      "epoch": 29.83783783783784,
      "grad_norm": 4.979071617126465,
      "learning_rate": 5.0072463768115946e-06,
      "loss": 0.5615,
      "step": 1380
    },
    {
      "epoch": 29.83783783783784,
      "eval_accuracy": 0.09329021827000808,
      "eval_loss": 3.6272082328796387,
      "eval_runtime": 4.7242,
      "eval_samples_per_second": 261.842,
      "eval_steps_per_second": 13.124,
      "step": 1380
    },
    {
      "epoch": 35.8054054054054,
      "grad_norm": 7.468260288238525,
      "learning_rate": 4.007246376811594e-06,
      "loss": 0.5358,
      "step": 1656
    },
    {
      "epoch": 35.8054054054054,
      "eval_accuracy": 0.09431420102398276,
      "eval_loss": 3.650233507156372,
      "eval_runtime": 4.8229,
      "eval_samples_per_second": 256.486,
      "eval_steps_per_second": 12.855,
      "step": 1656
    },
    {
      "epoch": 41.77297297297297,
      "grad_norm": 6.302524566650391,
      "learning_rate": 3.0072463768115946e-06,
      "loss": 0.5184,
      "step": 1932
    },
    {
      "epoch": 41.77297297297297,
      "eval_accuracy": 0.09389074950918119,
      "eval_loss": 3.6430163383483887,
      "eval_runtime": 4.6822,
      "eval_samples_per_second": 264.19,
      "eval_steps_per_second": 13.242,
      "step": 1932
    },
    {
      "epoch": 47.74054054054054,
      "grad_norm": 3.3958232402801514,
      "learning_rate": 2.0072463768115945e-06,
      "loss": 0.5087,
      "step": 2208
    },
    {
      "epoch": 47.74054054054054,
      "eval_accuracy": 0.09458367016976556,
      "eval_loss": 3.6398158073425293,
      "eval_runtime": 4.7183,
      "eval_samples_per_second": 262.169,
      "eval_steps_per_second": 13.14,
      "step": 2208
    },
    {
      "epoch": 53.70810810810811,
      "grad_norm": 5.994683742523193,
      "learning_rate": 1.0108695652173914e-06,
      "loss": 0.4951,
      "step": 2484
    },
    {
      "epoch": 53.70810810810811,
      "eval_accuracy": 0.09485313931554837,
      "eval_loss": 3.7279467582702637,
      "eval_runtime": 4.7161,
      "eval_samples_per_second": 262.292,
      "eval_steps_per_second": 13.146,
      "step": 2484
    },
    {
      "epoch": 59.67567567567568,
      "grad_norm": 3.0481512546539307,
      "learning_rate": 1.0869565217391305e-08,
      "loss": 0.4939,
      "step": 2760
    },
    {
      "epoch": 59.67567567567568,
      "eval_accuracy": 0.0952303961196443,
      "eval_loss": 3.7438390254974365,
      "eval_runtime": 4.7152,
      "eval_samples_per_second": 262.343,
      "eval_steps_per_second": 13.149,
      "step": 2760
    },
    {
      "epoch": 59.67567567567568,
      "step": 2760,
      "total_flos": 2.1787658809800192e+17,
      "train_loss": 0.6513540627299875,
      "train_runtime": 4684.2441,
      "train_samples_per_second": 118.252,
      "train_steps_per_second": 0.589
    }
  ],
  "logging_steps": 276,
  "max_steps": 2760,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 60,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.1787658809800192e+17,
  "train_batch_size": 25,
  "trial_name": null,
  "trial_params": null
}